120 Years of Olympics History: Athlete, GDP, Result

1896 - 2016

Content

Data Cleaning

Cleanning Data

Naming Conversion

Drop Duplicates

Age

Height

Weight

Visualization

1. Gender wise distribution

1. Total Participants

2. Male and Female, Who won any medal

Female

Male

2. Country wise distribution

1. Top 50 participants countries

3. Year Wise Medal Distribution

4. Season Wise Distribution

Variation of Male/Female athletes over Time (Summer Games)

Variation of Male/Female athletes over Time (Winter Games)

5 Age & Height Wise Distribution

6. Sports Wise Distribution

7 Participants

8 Country Comparison

India

United State Of America (USA)

8 GDP wise distribution

Data Preprocessing

Remove Outliers

Data Standardization

Train Test Splitting

Logistic Regression

Support Vector Machine

K-Nearest Neighbor

Decision Tree

Naive Bayes

XGBoost

GradientBoostingClassifier